Discrete minimum entropy quantization

Michael J. Gormish, John T. Gill · IEEE Transactions on Image Processing · 1995

We present a simple lower bound on the entropy of a quantized signal and a method for determining the minimum entropy quantization, subject to a maximum distortion, for a discrete memoryless random process. This quantization allows more efficient use of variable-order models for compression of images and sound.

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